YOLOv11
PulseAugur coverage of YOLOv11 — every cluster mentioning YOLOv11 across labs, papers, and developer communities, ranked by signal.
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CNNs outperform Transformers on tree canopy segmentation with limited data
Researchers investigated the effectiveness of five different deep learning architectures, including YOLOv11, Mask R-CNN, DeepLabv3, Swin-UNet, and DINOv2, for tree canopy segmentation using a very limited dataset of onl…
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AI model accurately detects road cracks using aerial imagery and OpenStreetMap data
Researchers have developed a framework using open-source data to improve highway maintenance by localizing road cracks. The system integrates airborne imagery with OpenStreetMap data to fine-tune a YOLOv11 model for cra…
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Deep learning system detects smoking in fire exits using YOLO models
A research paper details a deep learning system designed for real-time smoking detection in fire exit zones using CCTV surveillance. The study evaluated YOLOv8, YOLOv11, and YOLOv12, developing a custom YOLOv8-derived m…
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Aycromo platform uses deep learning for rapid chromosome detection
Researchers have developed Aycromo, an open-source desktop platform designed to assist in cytogenetic analysis for diagnosing genetic diseases. This platform leverages deep learning models, specifically YOLOv11, to auto…